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. 2014 Mar 21;14(3):5725–5741. doi: 10.3390/s140305725

Table 7.

The accuracy and the F-measure value for the best classifiers for acceleration data obtained from each location.

Strong—Light			Sudden—Sustained		Bound—Free
Best classifier		Accuracy	Best classifier	Accuracy	Best classifier	Accuracy
Best classifier		F-measure	Best classifier	F-measure	Best classifier	F-measure
Chest	Random Forest	72.35%	Random Forest	87.51%	Random Forest	85.81%
Chest	Random Forest	0.722	Random Forest	0.875	Random Forest	0.8559
Wrist	Random Forest	83.05%	Random Forest	84.34%	SVM	87.31%
Wrist	Random Forest	0.8259	Random Forest	0.8422	SVM	0.8694
Thigh	Bagging	76.34%	K-Nearest	75.39%	Boosting	80.31%
Thigh	Bagging	0.7566	K-Nearest	0.7462	Boosting	0.7877